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PENGARUH EMULGATOR TERHADAP AKTIVITAS ANTIOKSIDAN KRIM EKSTRAK ETANOL KELOPAK BUNGA ROSELLA (Hibiscus sabdariffa Linn) Hamzah, Nursalam; Ismail, Isriani; Sandi, Andi Dian Aulia
Jurnal Kesehatan Vol 7, No 2 (2014): Jurnal Kesehatan
Publisher : Kesehatan Masyarakat UIN Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Proses formulasi sediaan dapat berpengaruh terhadap aktivitas obat, khususnya sediaan yang mengandung antioksidan. Penelitian ini bertujuan untuk mengetahui pengaruh emulgator terhadap aktivitas antioksidan krim ekstrak etanol kelopak bunga rosella (Hibiscus sabdariffa L). Kelopak bunga rosella (Hibiscus sabdariffa L) dimaserasi menggunakan etanol 70%. Ekstrak kemudian dibuat krim konsentrasi 2%, 3% dan 4% dengan variasi kombinasi emulgator Anionik (Asam Stearat dan Trietanolamin) serta emulgator nonionik (Tween 60 dan Span 60). Pengujian aktivitas antioksidan dilakukan dengan mengukur persen penghambatan sediaan terhadap radikal bebas DPPH termasuk setelah penyimpanan. Aktivitas penghambatan radikal bebas DPPH untuk basis dengan emulgator nonionik (2%, 3%, 4%) serta anionik (2%, 3%, 4%) berturut-turut adalah (17,90%, 19,33%, 21,53%) serta (49,01%, 30,76%, 17,69%). Sedangkan untuk sediaan anionik berturut-turut adalah 73,73%; 69,16%; 67,27% (Sebelum penyimpanan) dan 55,88%; 50,16%; 49,00% (Setelah penyimpanan). Untuk krim nonionik berturut-turut adalah 68,57%; 61,87%; 59,30% (Sebelum penyimpanan) dan 42,66%; 47,76%; 48,75% (setelah penyimpanan). Analisis statistik rancangan acak kelompok taraf kepercayaan 5% dan 1% terhadap basis, sediaan dan penyimpanan menghasilkan bahwa jenis dan jumlah emulgator tidak mempengaruhi aktivitas antioksidan sediaan yang mengandung ekstrak kelopak bunga rosella (Hibiscus sabdariffa L) dan aktivitas antioksidan sediaan krim ekstrak kelopak bunga rosella (Hibiscus sabdariffa L)  menurun setelah penyimpanan. Kata kunci: Ekstrak etanol, Rosella (Hibiscus sabdariffa L), Krim, Antioksidan.
Studi Hubungan Kuantitatif Struktur-Aktivitas, Fitur Farmakofor, dan Docking Molekuler Senyawa Turunan Pirazolo-[3,4-d]-pirimidin sebagai Inhibitor Mer Tirosin Kinase Tjahjono, Daryono Hadi; Hamzah, Nursalam
Acta Pharmaceutica Indonesia Vol 38, No 1 (2013)
Publisher : School of Pharmacy Institut Teknologi Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1137.542 KB)

Abstract

Mer Tirosin Kinase diekspresikan secara ektopik dalam sel T dan B pasien Leukemia Limfoblastik Akut (LLA), tetapi tidak diekspresikan pada sel T dan B manusia normal pada setiap tahap perkembangannya. Oleh karena itu, Mer Tirosin Kinase dapat menjadi target pengobatan LLA dengan selektifitas yang baik. Penghambatan fosforilasi reseptor Mer oleh suatu inhibitor tranduksi sinyal dapat menurunkan proliferasi sel dan meningkatkan apoptosis, sehingga menekan perkembangan sel leukemia. Pirazolo-[3,4-d]-pirimidin adalah obat generasi baru yang bertindak sebagai inhibitor dari Mer Tirosin Kinase. Tujuan penelitian ini adalah untuk menentukan deskriptor yang berpengaruh terhadap aktivitas penghambatan reseptor Mer Tirosin Kinase, menentukan fitur farmakofor ligan dan reseptor yang penting pada pengikatan ligan reseptor dan mempelajari model dan nilai energi bebas interaksi pirazolo-[3,4-d]-pirimidin dengan Mer. Pemodelan dan optimasi geometri menggunakan perangkat lunak HyperChem®. Struktur molekul optimasi geometri menggunakan metode Ab initio. Nilai prediktor dihitung menggunakan MOE® dan perhitungan statistik untuk menyusun persamaan HKSA menggunakan SPSS®. Persamaan terpilih ditentukan dengan kriteria statistik terbaik, yaitu r2, korelasi pearson, dan q2 validasi Leave One Out. Penentuan fitur farmakofor menggunakan Pharmacophore Query Editor dalam perangkat lunak MOE, dengan menggunakan model senyawa hasil optimasi. Studi Docking Molekuler menggunakan ‘Simulations Dock’ dimana nilai scoring dihitung menggunakan pendekatan London dG. Deskriptor yang paling berperan penting berturut-turut yaitu mr, vdw vol, ASA_H, log S dan Energi LUMO. Fitur farmakofor ligan tersusun atas satu donor proton, satu akseptor proton, satu kation dan donor proton, dan satu aromatik. Jarak fitur kation dan donor proton dengan aromatic (6.92 Ǻ) penting untuk dipertahankan sebagai inhibitor Mer. Fitur farmakofor reseptor tersusun atas satu akseptor proton (Met 674), tiga donor proton (Pro 672, Arg 727 dan Asn 728) dan satu anion (Asp 678), yang penting dalam pengikatan dengan fitur farmakofor ligan. Seluruh senyawa turunan pirazolo-[3,4-d]-pirimidin memiliki skoring yang baik dimana senyawa 40 memiliki nilai terbaik yaitu -12.7584 kkal/mol.Kata kunci: leukemia limfoblastik akut, pirazolo-[3,4-d]-pirimidin, Mer, HKSA, fitur farmakofor.AbstractMer Tyrosine Kinase is ectopically expressed in T and B cells of Acute Lymphoblastic Leukemia (ALL) patient, but is not expressed innormal human T and B cells at any stage of its development. Therefore Mer Tyrosine Kinase can be a treatment target al.L with a good selectivity. Phosphorylation inhibition of Mer receptor by signal transduction inhibitor decreases cell proliferation and increases apoptosis, there by suppressing the development of leukemia cells. Pirazolo-[3,4-d]-pyrimidines area new generation of drugs that act as inhibitors of Mer Tyrosine Kinase. The purposes of the presentre search are to determine descriptors that influence the inhibitory activity on Mer receptor Tyrosine Kinase, to determine the ligands pharmacopores features and receptors which play important roles in ligand-receptors binding and to study model and free energy value of pirazolo-[3,4-d]-pyrimidines with Mer interactions. Modeling and optimization geometry was carried out using HyperChem® software. Molecules structure were geometrically optimized using Ab initio method. Predictors values were computed using MOE® and statistical calculations of QSAR equations was carried out using SPSS®. The selected equation was determined by the best statistical criteria, such as r2, Pearsoncor relations, and q2 Leave One Out validation. Determination of pharmacophores features used optimized model structure using Pharmacophore Query Editor in the MOE software. The study Moleculard ocking used Simulations Dock where the scoring values were calculated using the Londond Gapproach. The most important descriptors were mr, volvdw, ASA_H, logS and LUMO energy. Ligands pharmacophores features were composed of aproton donor, aproton acceptor, one cations and proton donors, and aromatic. Distance (6.92 Ǻ) between cation and proton donors features with aromatic group play important role as Mer inhibitors. Receptor pharmocophore features were composed of aproton acceptor (Met 674), three proton donors (Pro 672, Arg727 and Asn728) and one anion (Asp 678), which is important in the binding with ligand features pharmacopore. All of pirazolo-[3,4-d]-pyrimidines derivates had good docking score where as compound 40 had the best scoring -12.7584 kcal/mol.Keywords: acute lymphoblastic leukemia, pyrazolo-[3,4-d]-pyrimidine, Mer, QSAR, pharmacophore features
Uji Aktivitas Antiplasmodium Dari Isolat Kulit Batang Kayu Tammate (Lannea coromandelica Houtt. Merr.) Secara In-Vitro Karlina Amir Tahir; Haeria Haeria; Alifia Putri Febriyanti; St. Chadijah; Nursalam Hamzah
Jurnal Fitofarmaka Indonesia Vol 7, No 1 (2020): JURNAL FITOFARMAKA INDONESIA
Publisher : Faculty of Pharmacy, Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (302.203 KB) | DOI: 10.33096/jffi.v7i1.591

Abstract

One of the main causes of death and a major public health problem is malaria. Some drug resistance and the limited number of effective drugs have given the community a sense of worry. This makes the discovery of new antimalarial compounds very necessary. Based on the results of exploration of natural materials, Javanese wood is one of the plants that is efficacious as an antimicrobial and is thought to be efficacious as antiplasmodium. This study was then conducted to find hexan and ethyl acetate isolates from the Java wood fraction (Lannea coromandelica Houtt. Merr.) Which effectively inhibited the development of Plasmodium falciparum in vitro. This research is a follow-up study from previous studies in testing the fraction of Javanese bark against antioxidant activity. The procedure starts from hexan and ethyl acetate isolates with five concentrations of 10 (µg / ml), 1 (µg / ml), 0.1 (µg / ml), 0.01 (µg / ml) and 0.001 (µg / ml) 3D7 strain of Plasmodium falciparum was measured based on the average percent resistance. The results of this study indicate that etil asetat isolate have IC50 2,727 µg/ml, its mean moderate activity as antiplasmodium. While hexan isolate have IC50 >10 µg/ml its mean not have or low antiplasmodium activity.
PENGARUH EMULGATOR TERHADAP AKTIVITAS ANTIOKSIDAN KRIM EKSTRAK ETANOL KELOPAK BUNGA ROSELLA (Hibiscus sabdariffa Linn) Nursalam Hamzah; Isriani Ismail; Andi Dian Aulia Sandi
Jurnal Kesehatan Vol 7 No 2 (2014): Jurnal Kesehatan
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/kesehatan.v7i2.57

Abstract

Proses formulasi sediaan dapat berpengaruh terhadap aktivitas obat, khususnya sediaan yang mengandung antioksidan. Penelitian ini bertujuan untuk mengetahui pengaruh emulgator terhadap aktivitas antioksidan krim ekstrak etanol kelopak bunga rosella (Hibiscus sabdariffa L). Kelopak bunga rosella (Hibiscus sabdariffa L) dimaserasi menggunakan etanol 70%. Ekstrak kemudian dibuat krim konsentrasi 2%, 3% dan 4% dengan variasi kombinasi emulgator Anionik (Asam Stearat dan Trietanolamin) serta emulgator nonionik (Tween 60 dan Span 60). Pengujian aktivitas antioksidan dilakukan dengan mengukur persen penghambatan sediaan terhadap radikal bebas DPPH termasuk setelah penyimpanan. Aktivitas penghambatan radikal bebas DPPH untuk basis dengan emulgator nonionik (2%, 3%, 4%) serta anionik (2%, 3%, 4%) berturut-turut adalah (17,90%, 19,33%, 21,53%) serta (49,01%, 30,76%, 17,69%). Sedangkan untuk sediaan anionik berturut-turut adalah 73,73%; 69,16%; 67,27% (Sebelum penyimpanan) dan 55,88%; 50,16%; 49,00% (Setelah penyimpanan). Untuk krim nonionik berturut-turut adalah 68,57%; 61,87%; 59,30% (Sebelum penyimpanan) dan 42,66%; 47,76%; 48,75% (setelah penyimpanan). Analisis statistik rancangan acak kelompok taraf kepercayaan 5% dan 1% terhadap basis, sediaan dan penyimpanan menghasilkan bahwa jenis dan jumlah emulgator tidak mempengaruhi aktivitas antioksidan sediaan yang mengandung ekstrak kelopak bunga rosella (Hibiscus sabdariffa L) dan aktivitas antioksidan sediaan krim ekstrak kelopak bunga rosella (Hibiscus sabdariffa L)  menurun setelah penyimpanan. Kata kunci: Ekstrak etanol, Rosella (Hibiscus sabdariffa L), Krim, Antioksidan.
Studi Hubungan Kuantitatif Struktur-Aktivitas, Fitur Farmakofor, dan Docking Molekuler Senyawa Turunan Pirazolo-[3,4-d]-pirimidin sebagai Inhibitor Mer Tirosin Kinase Daryono Hadi Tjahjono; Nursalam Hamzah
Acta Pharmaceutica Indonesia Vol. 38 No. 1 (2013)
Publisher : School of Pharmacy Institut Teknologi Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Mer Tirosin Kinase diekspresikan secara ektopik dalam sel T dan B pasien Leukemia Limfoblastik Akut (LLA), tetapi tidak diekspresikan pada sel T dan B manusia normal pada setiap tahap perkembangannya. Oleh karena itu, Mer Tirosin Kinase dapat menjadi target pengobatan LLA dengan selektifitas yang baik. Penghambatan fosforilasi reseptor Mer oleh suatu inhibitor tranduksi sinyal dapat menurunkan proliferasi sel dan meningkatkan apoptosis, sehingga menekan perkembangan sel leukemia. Pirazolo-[3,4-d]-pirimidin adalah obat generasi baru yang bertindak sebagai inhibitor dari Mer Tirosin Kinase. Tujuan penelitian ini adalah untuk menentukan deskriptor yang berpengaruh terhadap aktivitas penghambatan reseptor Mer Tirosin Kinase, menentukan fitur farmakofor ligan dan reseptor yang penting pada pengikatan ligan reseptor dan mempelajari model dan nilai energi bebas interaksi pirazolo-[3,4-d]-pirimidin dengan Mer. Pemodelan dan optimasi geometri menggunakan perangkat lunak HyperChem®. Struktur molekul optimasi geometri menggunakan metode Ab initio. Nilai prediktor dihitung menggunakan MOE® dan perhitungan statistik untuk menyusun persamaan HKSA menggunakan SPSS®. Persamaan terpilih ditentukan dengan kriteria statistik terbaik, yaitu r2, korelasi pearson, dan q2 validasi Leave One Out. Penentuan fitur farmakofor menggunakan 'Pharmacophore Query Editor' dalam perangkat lunak MOE, dengan menggunakan model senyawa hasil optimasi. Studi Docking Molekuler menggunakan 'Simulations Dock' dimana nilai scoring dihitung menggunakan pendekatan London dG. Deskriptor yang paling berperan penting berturut-turut yaitu mr, vdw vol, ASA_H, log S dan Energi LUMO. Fitur farmakofor ligan tersusun atas satu donor proton, satu akseptor proton, satu kation dan donor proton, dan satu aromatik. Jarak fitur kation dan donor proton dengan aromatic (6.92 Ǻ) penting untuk dipertahankan sebagai inhibitor Mer. Fitur farmakofor reseptor tersusun atas satu akseptor proton (Met 674), tiga donor proton (Pro 672, Arg 727 dan Asn 728) dan satu anion (Asp 678), yang penting dalam pengikatan dengan fitur farmakofor ligan. Seluruh senyawa turunan pirazolo-[3,4-d]-pirimidin memiliki skoring yang baik dimana senyawa 40 memiliki nilai terbaik yaitu -12.7584 kkal/mol.Kata kunci: leukemia limfoblastik akut, pirazolo-[3,4-d]-pirimidin, Mer, HKSA, fitur farmakofor.AbstractMer Tyrosine Kinase is ectopically expressed in T and B cells of Acute Lymphoblastic Leukemia (ALL) patient, but is not expressed innormal human T and B cells at any stage of its development. Therefore Mer Tyrosine Kinase can be a treatment target al.L with a good selectivity. Phosphorylation inhibition of Mer receptor by signal transduction inhibitor decreases cell proliferation and increases apoptosis, there by suppressing the development of leukemia cells. Pirazolo-[3,4-d]-pyrimidines area new generation of drugs that act as inhibitors of Mer Tyrosine Kinase. The purposes of the presentre search are to determine descriptors that influence the inhibitory activity on Mer receptor Tyrosine Kinase, to determine the ligands pharmacopores features and receptors which play important roles in ligand-receptors binding and to study model and free energy value of pirazolo-[3,4-d]-pyrimidines with Mer interactions. Modeling and optimization geometry was carried out using HyperChem® software. Molecules structure were geometrically optimized using Ab initio method. Predictors values were computed using MOE® and statistical calculations of QSAR equations was carried out using SPSS®. The selected equation was determined by the best statistical criteria, such as r2, Pearsoncor relations, and q2 Leave One Out validation. Determination of pharmacophores features used optimized model structure using 'Pharmacophore Query Editor' in the MOE software. The study Moleculard ocking used 'Simulations Dock' where the scoring values were calculated using the Londond Gapproach. The most important descriptors were mr, volvdw, ASA_H, logS and LUMO energy. Ligands pharmacophores features were composed of aproton donor, aproton acceptor, one cations and proton donors, and aromatic. Distance (6.92 Ǻ) between cation and proton donors features with aromatic group play important role as Mer inhibitors. Receptor pharmocophore features were composed of aproton acceptor (Met 674), three proton donors (Pro 672, Arg727 and Asn728) and one anion (Asp 678), which is important in the binding with ligand features pharmacopore. All of pirazolo-[3,4-d]-pyrimidines derivates had good docking score where as compound 40 had the best scoring -12.7584 kcal/mol.Keywords: acute lymphoblastic leukemia, pyrazolo-[3,4-d]-pyrimidine, Mer, QSAR, pharmacophore features
Aktivitas Inhibisi Pertumbuhan Plasmodium falciparum dan Micobacterium tuberculosis dari Ekstrak dan Partisi Klika Kayu Jawa (Lannea coromandelica [Houtt.] Merr.) Nursalam Hamzah; Nurhidayah Wahid; Muh Ihsan; Nur Syamsi Dhuha; Karnila Amir Tahir; Alifia Putri Febrianti; Isriany Ismail
Jurnal Farmasi dan Ilmu Pengobatan Vol 2 No 2 (2017): JPMS
Publisher : STIFA Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (213.123 KB)

Abstract

Malaria and tuberculosis are two diseases with high prevalence in Indonesia. The treatment has a problem because some types of plasmodium and mycobacterium resistance with antituberculosis and antimalarials which are used today. To solve this problem, exploration to create a new drug must be done. Kayu jawa (Lannea coromandelica [Houtt.] Merr.) is one of the plants commonly used as a traditional medicine for curing malaria and tuberculosis. This research aimed to explore the antimalaria dan antituberculosis of L. Coromandelica. The procedure begins with the extraction of stem bark with methanol, then partitioned by solid-liquid extraction to found soluble and insoluble hexane partitions. Both extract and partitions were tested for anti-plasmodium activity by Desjardins method and antituberculosis by MODS method. The result showed that all samples can inhibit Mycobacterium tuberculosis growth and also Plasmodium falciparum. In conclusion, L. Coromandelica has a potential to developed as antimalaria and antituberculosis drug.
Mer Tirosin Kinase sebagai Situs Target Baru Pengobatan Leukemia Nursalam Hamzah
Jurnal Farmasi UIN Alauddin Makassar Vol 1 No 1 (2013): Jurnal Farmasi
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/jurfar.v1i1.2095

Abstract

Leukemia merupakan penyakit yang jarang terjadi, tetapi memiliki tingkat kematian yang sangat besar.Terapi leukemia dengan menggunakan kemoterapi memiliki efektivitas yang tinggi, tetapi memiliki toksisitas yang tinggi dan efek samping yang buruk. Metode alternatif dibutuhkan untuk menghasilkan terapi leukemia yang aman. Mer merupakan salah satu target baru pengobatan leukemia LLA. Kombinasi pengobatan inhibitor Mer dengan kemoterapi efektif menurunkan regimen dosis sehingga menurunkan efek samping.
Studi Farmakofor Reseptor COX-2 Sebagai Anti Inflamasi Nursalam Hamzah; Ahmad Najib; Nurshalati Thahir; Ika Misqawati
Jurnal Farmasi UIN Alauddin Makassar Vol 2 No 3 (2014): Jurnal Farmasi
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/jurfar.v2i3.2119

Abstract

Cyclooxygenase (COX) receptor is a dual-function receptor that bound to the membrane which acts to catalyze two important stages in the formation of prostanoide, namely cyclooxigenation and peroxidation. Cyclooxigenation stage is the stage in which COX cyclization process and the addition of two molecules of oxygen to arachidonic acid to form prostaglandin G2 (PGG2). While the stage is the stage of the reduction of the peroxidation of PGG2 endoperoxide become unstable compound called prostaglandine H2 (PGH2). The purpose of this study is to determine the features that are important pharmacophore on anti-inflammatory activity of compounds on COX-2 receptor.  Modeling  and  determination  pharmacophore  features  created  using  the program MOE application version 2009 Virtual screening of chemical compounds to look for natural ingredients in accordance with pharmacophore features that have been made. Molecular docking to study ligand-receptor interactions, performed using MOE.
STUDI FARMAKOFOR RESEPTOR ESTROGEN α SEBAGAI TARGET TERAPI KANKER SERVIKS Nursalam Hamzah; Ahmad Najib; Fatmawati S
Jurnal Farmasi UIN Alauddin Makassar Vol 2 No 4 (2014): Jurnal Farmasi
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/jurfar.v2i4.2158

Abstract

One of the target on chemotherapeutic agent especially for curing cervical cancer is the inhibition of estrogen activity on estrogen alpha receptors. Estrogen stimulates human papilloma virus oncogene expression, promotes cervical cancer (CC) cell proliferation and prevents apoptosis. Therefore, blockage of estrogen function may have therapeutic application to CC.  SERMs (Selective Estrogen Receptor Modulator) are the group of subtances which inhibit the activity of estrogen on its receptor. The aim of this reserach is to determine the features that are important pharmacophore on anti-cercix cancer activity of compounds on ER-α receptor that depended on this receptor. Modeling and determination pharmacophore features created using the program MOE application version 2009. Screening Virtual of chemical compounds to look for natural ingredients in accordance with pharmacophore features that have been made, performed using MOE. The result of the pharmacophore showed that 4-hydroxitamoxifen and its analogues have an antagonism activity on estrogen alpha receptor.
STUDI HUBUNGAN KUANTITATIF STRUKTUR-AKTIVITAS (HKSA) DAN DOCKING MOLEKULER SENYAWA TURUNAN OXABICYCLOHEPTENE SULFONAMIDE (OBHS) SEBAGAI ANTAGONIS RESEPTOR ESTROGEN- α PADA TERAPI KANKER LEHER RAHIM (SERVIKS) Nursalam Hamzah; Afrisusnawati Rauf; Asyraful Anam
Jurnal Farmasi UIN Alauddin Makassar Vol 2 No 1 (2014): Jurnal Farmasi
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/jurfar.v2i1.2171

Abstract

A research study of quantitative structure-activity relationship (QSAR) and molecular docking of Oxabicycloheptene Sulfonamide (OBHS) derivates as Estrogen Receptor α (ERα) antagonist in Cervical Cancer treatment was performed. This study aims to find similarities QSAR models of Oxabicycloheptene Sulfonamide derivates as ERα antagonist and assess the interaction model of Oxabicycloheptene Sulfonamide derivates towards the side of the ERα (pdb code:   1G50   and   3ERT)   binding   (binding   site).   In   this   research   tested   against   9 Oxabicycloheptene Sulfonamide derivate compounds. The first, drawing compounds and ab initio optimization at the HyperChem program. Further test descriptor values, statistical calculation method multilinier regression analysis, z-score validation and Leave-One-Out validation method. Obtained from experiments performed equation : log 1/IC50 = 5.2006 + (- 3.52E-06 AM1_Eele) + (4.46E-05 AM1_HF) + (0.5737 log S) + (0.8919 mr) + (-0.0392 vol), which n = 9, r2 = 0.9404, and q2 = 0.7388. In the process of molecular docking, ligand and receptor preparation done first before to performing docking simulation. Obtained results from docking to protein code 1G50 experiments which compound 13 showed better results with a docking score (S) -12.2016. Then, results from docking to protein code 3ERT experiments which compound 12 showed better results with a docking score (S) -10.3484.